Organic Materials of Tomorrow: Horizons of Artificial Intelligence
This review examines machine learning techniques accelerating the discovery of organic semiconductors by linking molecular structure to properties. Key methods include graph neural networks, generative models, and active learning. Applications to organic photovoltaics demonstrate practical impact.
Harold Mena +3 more
wiley +1 more source
Topology‐Orchestrated Multi‐physical Energy Control in Turtle Shell‐Inspired Metamaterials
A turtle shell‐inspired lattice metamaterial efficiently manages acoustic, fluid‐thermal, and mechanical energy flows simultaneously. The unique hybrid‐coupling architecture achieves superior sound attenuation via pore‐cavity resonance, facilitates effective airflow transport, and maximizes mechanical energy absorption through multistage cell ...
Xi Wang +3 more
wiley +1 more source
Engaging in Advocacy to Promote Policy Change: Incorporating Advocacy-Informed Research and Applying the PRISM Implementation Science Model. [PDF]
Cervantes L +4 more
europepmc +1 more source
Grafted Low‐Leakage Si/AlN p‐n Diodes Enabled by Fluorinated AlN Interface
This work demonstrates a fluorination‐based interface engineering strategy that transforms oxygen‐terminated AlN surfaces into fluorine‐terminated interfaces for grafted p‐Si/n‐AlN diodes. By combining pseudo‐ALE oxide removal, XeF2 fluorination, and ultrathin SiNx stabilization, the engineered interface suppresses defect‐assisted reverse leakage by ...
Yi Lu +21 more
wiley +1 more source
From period poverty to policy change: advancing menstrual health as a public health priority in Nigeria. [PDF]
Onukansi FO.
europepmc +1 more source
Guide for Comparing Estimators of Policy Change Effects on Health. [PDF]
Riddell CA, Goin DE.
europepmc +1 more source
Scalable Task Planning via Large Language Models and Structured World Representations
This work efficiently combines graph‐based world representations with the commonsense knowledge in Large Language Models to enhance planning techniques for the large‐scale environments that modern robots will need to face. Planning methods often struggle with computational intractability when solving task‐level problems in large‐scale environments ...
Rodrigo Pérez‐Dattari +4 more
wiley +1 more source
Reconsidering Sex-Specific Alcohol Guidelines for Atrial Fibrillation Prevention: Caution Against Premature Policy Change. [PDF]
Sathian B, Iqbal J, Ali SM.
europepmc +1 more source
Learning Highly Dynamic Skills Transition for Quadruped Jumping Through Constrained Space
A quadruped robot masters dynamic jumps through constrained spaces with animal‐inspired moves and intelligent vision control. This hierarchical learning approach combines imitation of biological agility with real‐time trajectory planning. Although legged animals are capable of performing explosive motions while traversing confined spaces, replicating ...
Zeren Luo +6 more
wiley +1 more source
Applying the advocacy coalition framework to wildlife management: Explaining policy change for damage mitigation in Japan. [PDF]
Koga T.
europepmc +1 more source

